Package: heteromixgm 2.0.2
Sjoerd Hermes
heteromixgm: Copula Graphical Models for Heterogeneous Mixed Data
A multi-core R package that allows for the statistical modeling of multi-group multivariate mixed data using Gaussian graphical models. Combining the Gaussian copula framework with the fused graphical lasso penalty, the 'heteromixgm' package can handle a wide variety of datasets found in various sciences. The package also includes an option to perform model selection using the AIC, BIC and EBIC information criteria, a function that plots partial correlation graphs based on the selected precision matrices, as well as simulate mixed heterogeneous data for exploratory or simulation purposes and one multi-group multivariate mixed agricultural dataset pertaining to maize yields. The package implements the methodological developments found in Hermes et al. (2024) <doi:10.1080/10618600.2023.2289545>.
Authors:
heteromixgm_2.0.2.tar.gz
heteromixgm_2.0.2.tar.gz(r-4.5-noble)heteromixgm_2.0.2.tar.gz(r-4.4-noble)
heteromixgm_2.0.2.tgz(r-4.4-emscripten)heteromixgm_2.0.2.tgz(r-4.3-emscripten)
heteromixgm.pdf |heteromixgm.html✨
heteromixgm/json (API)
# Install 'heteromixgm' in R: |
install.packages('heteromixgm', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- maize - Maize data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:10d12c3706. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 13 2024 |
R-4.5-linux | OK | Dec 13 2024 |
Exports:data_simheteromixgminitializelower.uppermodselectplot_pcorgraph
Dependencies:BDgraphclicolorspacecpp11fansifarverggplot2glassogluegmmgtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmepillarpkgconfigplyrpROCR6RColorBrewerRcpprlangsandwichscalestibbletmvtnormutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
data_sim | data_sim |
heteromixgm | heteromixgm |
initialize | initialize |
lower.upper | lower.upper |
Maize data | maize |
modselect | modselect |
Plot partial correlation graphs | plot_pcorgraph |